Pandas Profiling Report

Dataset statistics

Number of variables	24
Number of observations	184
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	93.2 KiB
Average record size in memory	518.4 B

Variable types

Text	4
Categorical	3
Numeric	17

Alerts

`Type` has constant value "Reg"	Constant
`3:00 PM` is highly overall correlated with `3P%` and 1 other fields	High correlation
`3P%` is highly overall correlated with `3:00 PM`	High correlation
`3PA` is highly overall correlated with `3:00 PM`	High correlation
`DR` is highly overall correlated with `Reb`	High correlation
`FG%` is highly overall correlated with `FGM` and 1 other fields	High correlation
`FGA` is highly overall correlated with `FGM` and 1 other fields	High correlation
`FGM` is highly overall correlated with `FG%` and 2 other fields	High correlation
`FT%` is highly overall correlated with `FTA` and 1 other fields	High correlation
`FTA` is highly overall correlated with `FT%` and 1 other fields	High correlation
`FTM` is highly overall correlated with `FT%` and 1 other fields	High correlation
`Pts` is highly overall correlated with `FG%` and 2 other fields	High correlation
`Reb` is highly overall correlated with `DR`	High correlation
`3:00 PM` has 22 (12.0%) zeros	Zeros
`3P%` has 22 (12.0%) zeros	Zeros
`FTM` has 9 (4.9%) zeros	Zeros
`FTA` has 3 (1.6%) zeros	Zeros
`OR` has 74 (40.2%) zeros	Zeros
`TO` has 9 (4.9%) zeros	Zeros
`Stl` has 63 (34.2%) zeros	Zeros
`PF` has 39 (21.2%) zeros	Zeros
`+/-` has 5 (2.7%) zeros	Zeros

Reproduction

Analysis started	2024-10-14 23:23:17.278361
Analysis finished	2024-10-14 23:24:37.597407
Duration	1 minute and 20.32 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

Date
Text

Distinct	132
Distinct (%)	71.7%
Missing	0
Missing (%)	0.0%
Memory size	11.4 KiB

Length

Max length	6
Median length	6
Mean length	5.6902174
Min length	5

Characters and Unicode

Total characters	1047
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	85 ?
Unique (%)	46.2%

Sample

1st row	Apr 14
2nd row	Apr 13
3rd row	Apr 10
4th row	Apr 6
5th row	Apr 4

Value	Count	Frequency (%)
dec	40	10.9%
jan	38	10.3%
nov	28	7.6%
mar	26	7.1%
feb	24	6.5%
apr	14	3.8%
oct	14	3.8%
3	10	2.7%
10	9	2.4%
1	9	2.4%
Other values (28)	156	42.4%

Most occurring characters

Value	Count	Frequency (%)
	184	17.6%
2	77	7.4%
1	71	6.8%
e	64	6.1%
a	64	6.1%
c	54	5.2%
r	40	3.8%
D	40	3.8%
J	38	3.6%
n	38	3.6%
Other values (18)	377	36.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1047	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	184	17.6%
2	77	7.4%
1	71	6.8%
e	64	6.1%
a	64	6.1%
c	54	5.2%
r	40	3.8%
D	40	3.8%
J	38	3.6%
n	38	3.6%
Other values (18)	377	36.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1047	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	184	17.6%
2	77	7.4%
1	71	6.8%
e	64	6.1%
a	64	6.1%
c	54	5.2%
r	40	3.8%
D	40	3.8%
J	38	3.6%
n	38	3.6%
Other values (18)	377	36.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1047	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	184	17.6%
2	77	7.4%
1	71	6.8%
e	64	6.1%
a	64	6.1%
c	54	5.2%
r	40	3.8%
D	40	3.8%
J	38	3.6%
n	38	3.6%
Other values (18)	377	36.0%

Opp
Text

Distinct	60
Distinct (%)	32.6%
Missing	0
Missing (%)	0.0%
Memory size	11.0 KiB

Length

Max length	4
Median length	3
Mean length	3.3206522
Min length	2

Characters and Unicode

Total characters	611
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	3.3%

Sample

1st row	@NO
2nd row	@MEM
3rd row	GS
4th row	CLE
5th row	@WAS

Value	Count	Frequency (%)
lac	10	5.4%
hou	10	5.4%
sac	10	5.4%
no	10	5.4%
pho	9	4.9%
mem	9	4.9%
gs	8	4.3%
dal	8	4.3%
min	7	3.8%
den	7	3.8%
Other values (20)	96	52.2%

Most occurring characters

Value	Count	Frequency (%)
@	87	14.2%
A	61	10.0%
O	56	9.2%
C	41	6.7%
N	38	6.2%
S	37	6.1%
L	36	5.9%
H	32	5.2%
M	31	5.1%
E	29	4.7%
Other values (11)	163	26.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	611	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
@	87	14.2%
A	61	10.0%
O	56	9.2%
C	41	6.7%
N	38	6.2%
S	37	6.1%
L	36	5.9%
H	32	5.2%
M	31	5.1%
E	29	4.7%
Other values (11)	163	26.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	611	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
@	87	14.2%
A	61	10.0%
O	56	9.2%
C	41	6.7%
N	38	6.2%
S	37	6.1%
L	36	5.9%
H	32	5.2%
M	31	5.1%
E	29	4.7%
Other values (11)	163	26.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	611	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
@	87	14.2%
A	61	10.0%
O	56	9.2%
C	41	6.7%
N	38	6.2%
S	37	6.1%
L	36	5.9%
H	32	5.2%
M	31	5.1%
E	29	4.7%
Other values (11)	163	26.7%

Score
Text

Distinct	179
Distinct (%)	97.3%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

Length

Max length	9
Median length	9
Mean length	8.8532609
Min length	7

Characters and Unicode

Total characters	1629
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	175 ?
Unique (%)	95.1%

Sample

1st row	W 124-108
2nd row	W 123-120
3rd row	L 134-120
4th row	W 97-116
5th row	W 125-120

Value	Count	Frequency (%)
w	96	26.1%
l	88	23.9%
103-106	3	0.8%
121-115	2	0.5%
119-115	2	0.5%
117-119	2	0.5%
145-150	1	0.3%
94-101	1	0.3%
134-120	1	0.3%
97-116	1	0.3%
Other values (171)	171	46.5%

Most occurring characters

Value	Count	Frequency (%)
1	486	29.8%
	184	11.3%
-	184	11.3%
0	127	7.8%
2	116	7.1%
W	96	5.9%
3	88	5.4%
L	88	5.4%
9	58	3.6%
4	56	3.4%
Other values (4)	146	9.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1629	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	486	29.8%
	184	11.3%
-	184	11.3%
0	127	7.8%
2	116	7.1%
W	96	5.9%
3	88	5.4%
L	88	5.4%
9	58	3.6%
4	56	3.4%
Other values (4)	146	9.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1629	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	486	29.8%
	184	11.3%
-	184	11.3%
0	127	7.8%
2	116	7.1%
W	96	5.9%
3	88	5.4%
L	88	5.4%
9	58	3.6%
4	56	3.4%
Other values (4)	146	9.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1629	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	486	29.8%
	184	11.3%
-	184	11.3%
0	127	7.8%
2	116	7.1%
W	96	5.9%
3	88	5.4%
L	88	5.4%
9	58	3.6%
4	56	3.4%
Other values (4)	146	9.0%

Type
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Reg	184

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	552
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Reg
2nd row	Reg
3rd row	Reg
4th row	Reg
5th row	Reg

Common Values

Value	Count	Frequency (%)
Reg	184	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
reg	184	100.0%

Most occurring characters

Value	Count	Frequency (%)
R	184	33.3%
e	184	33.3%
g	184	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	552	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
R	184	33.3%
e	184	33.3%
g	184	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	552	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
R	184	33.3%
e	184	33.3%
g	184	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	552	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
R	184	33.3%
e	184	33.3%
g	184	33.3%

Min
Text

Distinct	152
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	8
Median length	8
Mean length	7.9184783
Min length	5

Characters and Unicode

Total characters	1457
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	125 ?
Unique (%)	67.9%

Sample

1st row	37:41:00
2nd row	40:54:00
3rd row	35:32:00
4th row	35:54:00
5th row	36:11:00

Value	Count	Frequency (%)
37:24:00	4	2.2%
35:18:00	3	1.6%
36:47:00	3	1.6%
35:56:00	3	1.6%
39:05:00	2	1.1%
40:07:00	2	1.1%
34:41:00	2	1.1%
34:00:00	2	1.1%
36:16:00	2	1.1%
36:32:00	2	1.1%
Other values (142)	159	86.4%

Most occurring characters

Value	Count	Frequency (%)
0	413	28.3%
:	363	24.9%
3	206	14.1%
4	94	6.5%
2	87	6.0%
5	70	4.8%
1	67	4.6%
7	46	3.2%
6	43	3.0%
9	37	2.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1457	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	413	28.3%
:	363	24.9%
3	206	14.1%
4	94	6.5%
2	87	6.0%
5	70	4.8%
1	67	4.6%
7	46	3.2%
6	43	3.0%
9	37	2.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1457	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	413	28.3%
:	363	24.9%
3	206	14.1%
4	94	6.5%
2	87	6.0%
5	70	4.8%
1	67	4.6%
7	46	3.2%
6	43	3.0%
9	37	2.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1457	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	413	28.3%
:	363	24.9%
3	206	14.1%
4	94	6.5%
2	87	6.0%
5	70	4.8%
1	67	4.6%
7	46	3.2%
6	43	3.0%
9	37	2.5%

FGM
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.565217

Minimum	3
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	3
5-th percentile	6
Q1	8
median	10
Q3	13
95-th percentile	15
Maximum	19
Range	16
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.0543505
Coefficient of variation (CV)	0.2890949
Kurtosis	-0.40116354
Mean	10.565217
Median Absolute Deviation (MAD)	2
Skewness	0.067844968
Sum	1944
Variance	9.3290568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
13	28	15.2%
10	24	13.0%
12	19	10.3%
9	18	9.8%
8	17	9.2%
7	17	9.2%
11	15	8.2%
14	14	7.6%
6	11	6.0%
15	6	3.3%
Other values (7)	15	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	0.5%
4	2	1.1%
5	3	1.6%
6	11	6.0%
7	17	9.2%
8	17	9.2%
9	18	9.8%
10	24	13.0%
11	15	8.2%
12	19	10.3%

Value	Count	Frequency (%)
19	1	0.5%
18	2	1.1%
17	1	0.5%
16	5	2.7%
15	6	3.3%
14	14	7.6%
13	28	15.2%
12	19	10.3%
11	15	8.2%
10	24	13.0%

FGA
Real number (ℝ)

HIGH CORRELATION

Distinct	23
Distinct (%)	12.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.271739

Minimum	7
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	7
5-th percentile	12
Q1	18
median	20
Q3	23
95-th percentile	27
Maximum	31
Range	24
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.5858019
Coefficient of variation (CV)	0.2262165
Kurtosis	-0.18991042
Mean	20.271739
Median Absolute Deviation (MAD)	3
Skewness	-0.20869252
Sum	3730
Variance	21.029579
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
19	26	14.1%
23	17	9.2%
20	15	8.2%
22	15	8.2%
21	11	6.0%
18	11	6.0%
25	10	5.4%
17	10	5.4%
24	10	5.4%
26	9	4.9%
Other values (13)	50	27.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.5%
10	2	1.1%
11	4	2.2%
12	5	2.7%
13	4	2.2%
14	6	3.3%
15	7	3.8%
16	6	3.3%
17	10	5.4%
18	11	6.0%

Value	Count	Frequency (%)
31	1	0.5%
30	1	0.5%
29	5	2.7%
28	2	1.1%
27	6	3.3%
26	9	4.9%
25	10	5.4%
24	10	5.4%
23	17	9.2%
22	15	8.2%

FG%
Real number (ℝ)

HIGH CORRELATION

Distinct	72
Distinct (%)	39.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.27663

Minimum	25
Maximum	83.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	25
5-th percentile	34.935
Q1	45
median	52.6
Q3	59.1
95-th percentile	68.145
Maximum	83.3
Range	58.3
Interquartile range (IQR)	14.1

Descriptive statistics

Standard deviation	10.344479
Coefficient of variation (CV)	0.19787961
Kurtosis	-0.10329984
Mean	52.27663
Median Absolute Deviation (MAD)	7.25
Skewness	-0.032105247
Sum	9618.9
Variance	107.00825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	13	7.1%
60	8	4.3%
54.5	7	3.8%
57.9	6	3.3%
56.5	6	3.3%
52.6	5	2.7%
41.2	5	2.7%
65	5	2.7%
44.4	4	2.2%
66.7	4	2.2%
Other values (62)	121	65.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25	1	0.5%
27.3	1	0.5%
31.6	2	1.1%
32.1	1	0.5%
33.3	3	1.6%
34.6	1	0.5%
34.8	1	0.5%
35.7	1	0.5%
36.4	1	0.5%
36.8	3	1.6%

Value	Count	Frequency (%)
83.3	1	0.5%
76.5	1	0.5%
75	1	0.5%
73.7	2	1.1%
72	1	0.5%
71.4	1	0.5%
68.4	3	1.6%
66.7	4	2.2%
65.2	3	1.6%
65	5	2.7%

3:00 PM
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3478261

Minimum	0
Maximum	9
Zeros	22
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	6
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7921186
Coefficient of variation (CV)	0.76330979
Kurtosis	2.0962407
Mean	2.3478261
Median Absolute Deviation (MAD)	1
Skewness	1.2391082
Sum	432
Variance	3.2116892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	50	27.2%
1	41	22.3%
3	36	19.6%
0	22	12.0%
4	16	8.7%
5	8	4.3%
6	4	2.2%
7	3	1.6%
9	2	1.1%
8	2	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	12.0%
1	41	22.3%
2	50	27.2%
3	36	19.6%
4	16	8.7%
5	8	4.3%
6	4	2.2%
7	3	1.6%
8	2	1.1%
9	2	1.1%

Value	Count	Frequency (%)
9	2	1.1%
8	2	1.1%
7	3	1.6%
6	4	2.2%
5	8	4.3%
4	16	8.7%
3	36	19.6%
2	50	27.2%
1	41	22.3%
0	22	12.0%

3PA
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	2.15
Q1	5
median	6
Q3	8
95-th percentile	11.85
Maximum	14
Range	13
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.7221014
Coefficient of variation (CV)	0.41878483
Kurtosis	0.069851464
Mean	6.5
Median Absolute Deviation (MAD)	2
Skewness	0.44452989
Sum	1196
Variance	7.4098361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
5	29	15.8%
6	25	13.6%
7	24	13.0%
4	23	12.5%
8	22	12.0%
9	16	8.7%
3	11	6.0%
10	10	5.4%
2	6	3.3%
12	5	2.7%
Other values (4)	13	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	2.2%
2	6	3.3%
3	11	6.0%
4	23	12.5%
5	29	15.8%
6	25	13.6%
7	24	13.0%
8	22	12.0%
9	16	8.7%
10	10	5.4%

Value	Count	Frequency (%)
14	3	1.6%
13	2	1.1%
12	5	2.7%
11	4	2.2%
10	10	5.4%
9	16	8.7%
8	22	12.0%
7	24	13.0%
6	25	13.6%
5	29	15.8%

3P%
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.186413

Minimum	0
Maximum	100
Zeros	22
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22.2
median	33.3
Q3	46.625
95-th percentile	73.755
Maximum	100
Range	100
Interquartile range (IQR)	24.425

Descriptive statistics

Standard deviation	21.832201
Coefficient of variation (CV)	0.62047248
Kurtosis	0.81556921
Mean	35.186413
Median Absolute Deviation (MAD)	11.65
Skewness	0.54842994
Sum	6474.3
Variance	476.64501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	22	12.0%
33.3	19	10.3%
25	18	9.8%
50	17	9.2%
40	16	8.7%
42.9	11	6.0%
28.6	6	3.3%
44.4	6	3.3%
37.5	6	3.3%
66.7	6	3.3%
Other values (22)	57	31.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	12.0%
10	1	0.5%
11.1	2	1.1%
12.5	3	1.6%
14.3	3	1.6%
15.4	1	0.5%
16.7	6	3.3%
20	6	3.3%
22.2	3	1.6%
25	18	9.8%

Value	Count	Frequency (%)
100	5	2.7%
90	1	0.5%
75	4	2.2%
66.7	6	3.3%
64.3	1	0.5%
60	3	1.6%
58.3	2	1.1%
57.1	3	1.6%
55.6	2	1.1%
54.5	1	0.5%

FTM
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3913043

Minimum	0
Maximum	12
Zeros	9
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	9
Maximum	12
Range	12
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.5965783
Coefficient of variation (CV)	0.59130002
Kurtosis	-0.063523827
Mean	4.3913043
Median Absolute Deviation (MAD)	2
Skewness	0.48615275
Sum	808
Variance	6.7422191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
4	34	18.5%
5	25	13.6%
2	24	13.0%
3	22	12.0%
7	17	9.2%
1	15	8.2%
6	14	7.6%
8	13	7.1%
0	9	4.9%
9	5	2.7%
Other values (3)	6	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	4.9%
1	15	8.2%
2	24	13.0%
3	22	12.0%
4	34	18.5%
5	25	13.6%
6	14	7.6%
7	17	9.2%
8	13	7.1%
9	5	2.7%

Value	Count	Frequency (%)
12	2	1.1%
11	2	1.1%
10	2	1.1%
9	5	2.7%
8	13	7.1%
7	17	9.2%
6	14	7.6%
5	25	13.6%
4	34	18.5%
3	22	12.0%

FTA
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.798913

Minimum	0
Maximum	15
Zeros	3
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	5
Q3	8
95-th percentile	11
Maximum	15
Range	15
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.0474927
Coefficient of variation (CV)	0.52552827
Kurtosis	-0.5010095
Mean	5.798913
Median Absolute Deviation (MAD)	2
Skewness	0.31031496
Sum	1067
Variance	9.2872119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
4	26	14.1%
5	25	13.6%
2	20	10.9%
6	18	9.8%
8	17	9.2%
7	16	8.7%
9	14	7.6%
10	13	7.1%
3	12	6.5%
1	8	4.3%
Other values (5)	15	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.6%
1	8	4.3%
2	20	10.9%
3	12	6.5%
4	26	14.1%
5	25	13.6%
6	18	9.8%
7	16	8.7%
8	17	9.2%
9	14	7.6%

Value	Count	Frequency (%)
15	1	0.5%
13	1	0.5%
12	4	2.2%
11	6	3.3%
10	13	7.1%
9	14	7.6%
8	17	9.2%
7	16	8.7%
6	18	9.8%
5	25	13.6%

FT%
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	15.8%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

100	49
50	17
75	16
66.7	16
80	10
Other values (24)	76

Length

Max length	4
Median length	3
Mean length	2.9456522
Min length	1

Characters and Unicode

Total characters	542
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	4.3%

Sample

1st row	100
2nd row	72.7
3rd row	80
4th row	60
5th row	77.8

Common Values

Value	Count	Frequency (%)
100	49	26.6%
50	17	9.2%
75	16	8.7%
66.7	16	8.7%
80	10	5.4%
71.4	8	4.3%
60	7	3.8%
87.5	7	3.8%
0	6	3.3%
77.8	5	2.7%
Other values (19)	43	23.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
100	49	26.6%
50	17	9.2%
75	16	8.7%
66.7	16	8.7%
80	10	5.4%
71.4	8	4.3%
60	7	3.8%
87.5	7	3.8%
0	6	3.3%
77.8	5	2.7%
Other values (19)	43	23.4%

Most occurring characters

Value	Count	Frequency (%)
0	146	26.9%
7	79	14.6%
.	67	12.4%
1	63	11.6%
5	53	9.8%
6	45	8.3%
8	37	6.8%
3	20	3.7%
4	14	2.6%
9	8	1.5%
Other values (2)	10	1.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	542	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	146	26.9%
7	79	14.6%
.	67	12.4%
1	63	11.6%
5	53	9.8%
6	45	8.3%
8	37	6.8%
3	20	3.7%
4	14	2.6%
9	8	1.5%
Other values (2)	10	1.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	542	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	146	26.9%
7	79	14.6%
.	67	12.4%
1	63	11.6%
5	53	9.8%
6	45	8.3%
8	37	6.8%
3	20	3.7%
4	14	2.6%
9	8	1.5%
Other values (2)	10	1.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	542	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	146	26.9%
7	79	14.6%
.	67	12.4%
1	63	11.6%
5	53	9.8%
6	45	8.3%
8	37	6.8%
3	20	3.7%
4	14	2.6%
9	8	1.5%
Other values (2)	10	1.8%

OR
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0271739

Minimum	0
Maximum	6
Zeros	74
Zeros (%)	40.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1801272
Coefficient of variation (CV)	1.1489069
Kurtosis	3.4075583
Mean	1.0271739
Median Absolute Deviation (MAD)	1
Skewness	1.6007221
Sum	189
Variance	1.3927002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	74	40.2%
1	61	33.2%
2	32	17.4%
3	10	5.4%
4	3	1.6%
5	2	1.1%
6	2	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	74	40.2%
1	61	33.2%
2	32	17.4%
3	10	5.4%
4	3	1.6%
5	2	1.1%
6	2	1.1%

Value	Count	Frequency (%)
6	2	1.1%
5	2	1.1%
4	3	1.6%
3	10	5.4%
2	32	17.4%
1	61	33.2%
0	74	40.2%

DR
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7934783

Minimum	0
Maximum	19
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	7
Q3	8
95-th percentile	12
Maximum	19
Range	19
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.766063
Coefficient of variation (CV)	0.40716448
Kurtosis	1.8176882
Mean	6.7934783
Median Absolute Deviation (MAD)	2
Skewness	0.71188721
Sum	1250
Variance	7.6511048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
5	33	17.9%
7	31	16.8%
6	26	14.1%
8	24	13.0%
4	14	7.6%
9	12	6.5%
10	12	6.5%
3	8	4.3%
12	6	3.3%
11	5	2.7%
Other values (7)	13	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
1	3	1.6%
2	4	2.2%
3	8	4.3%
4	14	7.6%
5	33	17.9%
6	26	14.1%
7	31	16.8%
8	24	13.0%
9	12	6.5%

Value	Count	Frequency (%)
19	1	0.5%
15	1	0.5%
14	1	0.5%
13	2	1.1%
12	6	3.3%
11	5	2.7%
10	12	6.5%
9	12	6.5%
8	24	13.0%
7	31	16.8%

Reb
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.8206522

Minimum	0
Maximum	20
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3.15
Q1	6
median	8
Q3	9.25
95-th percentile	13.85
Maximum	20
Range	20
Interquartile range (IQR)	3.25

Descriptive statistics

Standard deviation	3.109198
Coefficient of variation (CV)	0.39756249
Kurtosis	1.2603095
Mean	7.8206522
Median Absolute Deviation (MAD)	2
Skewness	0.54734473
Sum	1439
Variance	9.6671121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
7	31	16.8%
8	28	15.2%
9	22	12.0%
5	19	10.3%
10	16	8.7%
6	15	8.2%
11	13	7.1%
4	13	7.1%
14	4	2.2%
3	4	2.2%
Other values (9)	19	10.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
1	3	1.6%
2	2	1.1%
3	4	2.2%
4	13	7.1%
5	19	10.3%
6	15	8.2%
7	31	16.8%
8	28	15.2%
9	22	12.0%

Value	Count	Frequency (%)
20	1	0.5%
17	1	0.5%
16	1	0.5%
15	3	1.6%
14	4	2.2%
13	3	1.6%
12	4	2.2%
11	13	7.1%
10	16	8.7%
9	22	12.0%

Ast
Real number (ℝ)

Distinct	14
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.173913

Minimum	2
Maximum	17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	5
median	7
Q3	9
95-th percentile	12
Maximum	17
Range	15
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.7385477
Coefficient of variation (CV)	0.38173696
Kurtosis	0.10504124
Mean	7.173913
Median Absolute Deviation (MAD)	2
Skewness	0.45162682
Sum	1320
Variance	7.4996436
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
6	31	16.8%
5	26	14.1%
9	24	13.0%
8	24	13.0%
7	18	9.8%
11	12	6.5%
3	12	6.5%
4	12	6.5%
12	9	4.9%
10	8	4.3%
Other values (4)	8	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	4	2.2%
3	12	6.5%
4	12	6.5%
5	26	14.1%
6	31	16.8%
7	18	9.8%
8	24	13.0%
9	24	13.0%
10	8	4.3%
11	12	6.5%

Value	Count	Frequency (%)
17	1	0.5%
14	2	1.1%
13	1	0.5%
12	9	4.9%
11	12	6.5%
10	8	4.3%
9	24	13.0%
8	24	13.0%
7	18	9.8%
6	31	16.8%

TO
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3695652

Minimum	0
Maximum	9
Zeros	9
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	6
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7412852
Coefficient of variation (CV)	0.51676851
Kurtosis	0.47971552
Mean	3.3695652
Median Absolute Deviation (MAD)	1
Skewness	0.38457392
Sum	620
Variance	3.0320741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3	47	25.5%
4	41	22.3%
2	29	15.8%
5	25	13.6%
1	16	8.7%
0	9	4.9%
6	9	4.9%
8	4	2.2%
7	3	1.6%
9	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	4.9%
1	16	8.7%
2	29	15.8%
3	47	25.5%
4	41	22.3%
5	25	13.6%
6	9	4.9%
7	3	1.6%
8	4	2.2%
9	1	0.5%

Value	Count	Frequency (%)
9	1	0.5%
8	4	2.2%
7	3	1.6%
6	9	4.9%
5	25	13.6%
4	41	22.3%
3	47	25.5%
2	29	15.8%
1	16	8.7%
0	9	4.9%

Stl
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1521739

Minimum	0
Maximum	5
Zeros	63
Zeros (%)	34.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1588083
Coefficient of variation (CV)	1.0057582
Kurtosis	0.98973798
Mean	1.1521739
Median Absolute Deviation (MAD)	1
Skewness	1.0834208
Sum	212
Variance	1.3428368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	64	34.8%
0	63	34.2%
2	34	18.5%
3	15	8.2%
4	5	2.7%
5	3	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63	34.2%
1	64	34.8%
2	34	18.5%
3	15	8.2%
4	5	2.7%
5	3	1.6%

Value	Count	Frequency (%)
5	3	1.6%
4	5	2.7%
3	15	8.2%
2	34	18.5%
1	64	34.8%
0	63	34.2%

Blk
Categorical

Distinct	5
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

0	93
1	58
2	29
3	3
4	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	184
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	93	50.5%
1	58	31.5%
2	29	15.8%
3	3	1.6%
4	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	93	50.5%
1	58	31.5%
2	29	15.8%
3	3	1.6%
4	1	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	93	50.5%
1	58	31.5%
2	29	15.8%
3	3	1.6%
4	1	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	184	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	93	50.5%
1	58	31.5%
2	29	15.8%
3	3	1.6%
4	1	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	184	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	93	50.5%
1	58	31.5%
2	29	15.8%
3	3	1.6%
4	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	184	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	93	50.5%
1	58	31.5%
2	29	15.8%
3	3	1.6%
4	1	0.5%

PF
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5652174

Minimum	0
Maximum	5
Zeros	39
Zeros (%)	21.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.270122
Coefficient of variation (CV)	0.81146681
Kurtosis	-0.11397308
Mean	1.5652174
Median Absolute Deviation (MAD)	1
Skewness	0.70153293
Sum	288
Variance	1.6132098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	63	34.2%
2	42	22.8%
0	39	21.2%
3	23	12.5%
4	13	7.1%
5	4	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39	21.2%
1	63	34.2%
2	42	22.8%
3	23	12.5%
4	13	7.1%
5	4	2.2%

Value	Count	Frequency (%)
5	4	2.2%
4	13	7.1%
3	23	12.5%
2	42	22.8%
1	63	34.2%
0	39	21.2%

+/-
Real number (ℝ)

ZEROS

Distinct	56
Distinct (%)	30.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.625

Minimum	-30
Maximum	36
Zeros	5
Zeros (%)	2.7%
Negative	82
Negative (%)	44.6%
Memory size	1.6 KiB

Quantile statistics

Minimum	-30
5-th percentile	-20.85
Q1	-7
median	2
Q3	11.25
95-th percentile	22
Maximum	36
Range	66
Interquartile range (IQR)	18.25

Descriptive statistics

Standard deviation	13.246945
Coefficient of variation (CV)	8.1519663
Kurtosis	-0.38103302
Mean	1.625
Median Absolute Deviation (MAD)	9
Skewness	-0.098584387
Sum	299
Variance	175.48156
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	9	4.9%
-6	8	4.3%
-5	8	4.3%
9	8	4.3%
-11	7	3.8%
14	7	3.8%
7	6	3.3%
-4	6	3.3%
12	6	3.3%
-1	5	2.7%
Other values (46)	114	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-30	2	1.1%
-28	1	0.5%
-27	1	0.5%
-25	2	1.1%
-24	1	0.5%
-23	1	0.5%
-22	1	0.5%
-21	1	0.5%
-20	2	1.1%
-19	1	0.5%

Value	Count	Frequency (%)
36	1	0.5%
33	1	0.5%
28	1	0.5%
26	2	1.1%
23	2	1.1%
22	5	2.7%
21	1	0.5%
20	3	1.6%
19	4	2.2%
18	4	2.2%

Pts
Real number (ℝ)

HIGH CORRELATION

Distinct	37
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.869565

Minimum	8
Maximum	56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	8
5-th percentile	16
Q1	23
median	27
Q3	33
95-th percentile	40
Maximum	56
Range	48
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.9571494
Coefficient of variation (CV)	0.28551394
Kurtosis	0.48971171
Mean	27.869565
Median Absolute Deviation (MAD)	6
Skewness	0.32196923
Sum	5128
Variance	63.316227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
25	16	8.7%
26	13	7.1%
30	12	6.5%
31	10	5.4%
33	10	5.4%
23	9	4.9%
21	9	4.9%
28	8	4.3%
37	6	3.3%
34	6	3.3%
Other values (27)	85	46.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.5%
10	2	1.1%
12	1	0.5%
13	2	1.1%
15	1	0.5%
16	5	2.7%
17	3	1.6%
18	6	3.3%
19	6	3.3%
20	6	3.3%

Value	Count	Frequency (%)
56	1	0.5%
50	1	0.5%
48	1	0.5%
47	1	0.5%
46	1	0.5%
43	2	1.1%
41	1	0.5%
40	3	1.6%
39	4	2.2%
38	5	2.7%

Auto

Heatmap
Table

	+/-	3:00 PM	3P%	3PA	Ast	Blk	DR	FG%	FGA	FGM	FT%	FTA	FTM	OR	PF	Pts	Reb	Stl	TO
+/-	1.000	0.031	0.115	-0.129	0.144	0.152	0.009	0.265	-0.043	0.139	0.000	-0.017	0.059	-0.084	-0.098	0.124	-0.043	0.051	-0.082
3:00 PM	0.031	1.000	0.799	0.642	-0.094	0.000	0.029	0.285	0.216	0.372	0.068	0.026	0.012	0.055	0.086	0.498	0.044	-0.002	-0.028
3P%	0.115	0.799	1.000	0.138	0.021	0.000	-0.111	0.474	-0.052	0.278	0.111	-0.093	-0.067	-0.022	-0.062	0.347	-0.083	-0.041	-0.082
3PA	-0.129	0.642	0.138	1.000	-0.169	0.000	0.184	-0.181	0.485	0.259	0.114	0.129	0.055	0.123	0.214	0.362	0.167	0.043	0.035
Ast	0.144	-0.094	0.021	-0.169	1.000	0.120	0.046	0.011	0.006	0.001	0.000	-0.011	-0.034	0.001	-0.161	-0.029	0.037	0.050	0.033
Blk	0.152	0.000	0.000	0.000	0.120	1.000	0.100	0.099	0.000	0.000	0.000	0.000	0.000	0.000	0.147	0.096	0.187	0.126	0.000
DR	0.009	0.029	-0.111	0.184	0.046	0.100	1.000	-0.066	0.132	0.050	0.097	0.235	0.197	0.128	0.071	0.090	0.905	-0.049	0.206
FG%	0.265	0.285	0.474	-0.181	0.011	0.099	-0.066	1.000	-0.052	0.609	0.162	-0.037	0.005	-0.136	-0.062	0.549	-0.088	-0.024	-0.057
FGA	-0.043	0.216	-0.052	0.485	0.006	0.000	0.132	-0.052	1.000	0.723	0.115	0.153	0.161	0.257	0.185	0.673	0.191	0.092	-0.034
FGM	0.139	0.372	0.278	0.259	0.001	0.000	0.050	0.609	0.723	1.000	0.257	0.104	0.147	0.091	0.124	0.927	0.080	0.081	-0.048
FT%	0.000	0.068	0.111	0.114	0.000	0.000	0.097	0.162	0.115	0.257	1.000	0.715	0.611	0.000	0.042	0.418	0.000	0.000	0.000
FTA	-0.017	0.026	-0.093	0.129	-0.011	0.000	0.235	-0.037	0.153	0.104	0.715	1.000	0.911	0.038	0.096	0.363	0.229	0.041	0.075
FTM	0.059	0.012	-0.067	0.055	-0.034	0.000	0.197	0.005	0.161	0.147	0.611	0.911	1.000	0.048	0.036	0.424	0.192	0.074	0.088
OR	-0.084	0.055	-0.022	0.123	0.001	0.000	0.128	-0.136	0.257	0.091	0.000	0.038	0.048	1.000	0.028	0.078	0.477	0.047	-0.033
PF	-0.098	0.086	-0.062	0.214	-0.161	0.147	0.071	-0.062	0.185	0.124	0.042	0.096	0.036	0.028	1.000	0.131	0.118	0.079	0.168
Pts	0.124	0.498	0.347	0.362	-0.029	0.096	0.090	0.549	0.673	0.927	0.418	0.363	0.424	0.078	0.131	1.000	0.111	0.073	-0.029
Reb	-0.043	0.044	-0.083	0.167	0.037	0.187	0.905	-0.088	0.191	0.080	0.000	0.229	0.192	0.477	0.118	0.111	1.000	-0.051	0.184
Stl	0.051	-0.002	-0.041	0.043	0.050	0.126	-0.049	-0.024	0.092	0.081	0.000	0.041	0.074	0.047	0.079	0.073	-0.051	1.000	0.073
TO	-0.082	-0.028	-0.082	0.035	0.033	0.000	0.206	-0.057	-0.034	-0.048	0.000	0.075	0.088	-0.033	0.168	-0.029	0.184	0.073	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Date	Opp	Score	Type	Min	FGM	FGA	FG%	3:00 PM	3PA	3P%	FTM	FTA	FT%	OR	DR	Reb	Ast	TO	Stl	Blk	PF	+/-	Pts
0	Apr 14	@NO	W 124-108	Reg	37:41:00	11	20	55.0	0	2	0.0	6	6	100	2	9	11	17	4	5	1	0	19	28
1	Apr 13	@MEM	W 123-120	Reg	40:54:00	13	20	65.0	3	7	42.9	8	11	72.7	2	7	9	5	8	2	0	1	-3	37
2	Apr 10	GS	L 134-120	Reg	35:32:00	14	22	63.6	1	3	33.3	4	5	80	1	6	7	11	4	2	0	0	-6	33
3	Apr 6	CLE	W 97-116	Reg	35:54:00	10	18	55.6	1	5	20.0	3	5	60	0	5	5	12	5	1	1	1	10	24
4	Apr 4	@WAS	W 125-120	Reg	36:11:00	9	18	50.0	0	1	0.0	7	9	77.8	2	5	7	9	4	3	0	2	9	25
5	Apr 3	@TOR	W 128-111	Reg	28:47:00	10	12	83.3	1	1	100.0	2	5	40	0	4	4	9	1	0	0	0	13	23
6	Apr 1	@BKN	W 116-104	Reg	37:12:00	13	17	76.5	9	10	90.0	5	6	83.3	1	6	7	5	4	0	0	0	22	40
7	Mar 30	@IND	L 90-109	Reg	34:41:00	6	12	50.0	0	3	0.0	4	4	100	1	9	10	8	5	0	0	1	-13	16
8	Mar 28	@MEM	W 136-124	Reg	34:45:00	8	14	57.1	0	1	0.0	7	11	63.6	0	14	14	12	4	1	0	1	33	23
9	Mar 25	IND	W 145-150	Reg	38:08:00	8	19	42.1	2	4	50.0	8	8	100	1	4	5	10	3	1	1	1	12	26

	Date	Opp	Score	Type	Min	FGM	FGA	FG%	3:00 PM	3PA	3P%	FTM	FTA	FT%	OR	DR	Reb	Ast	TO	Stl	Blk	PF	+/-	Pts
174	Nov 27	SAC	L 141-137	Reg	49:45:00	10	25	40.0	2	13	15.4	8	11	72.7	1	6	7	11	7	1	0	4	-7	30
175	Nov 25	@IND	W 124-116	Reg	43:28:00	13	29	44.8	5	12	41.7	8	9	88.9	0	5	5	6	2	1	2	2	-3	39
176	Nov 22	@DET	W 121-116	Reg	21:26	4	7	57.1	1	3	33.3	1	1	100	0	1	1	5	2	0	0	1	-15	10
177	Nov 20	@BOS	L 108-130	Reg	32:04:00	10	16	62.5	3	7	42.9	0	1	0	1	5	6	2	3	2	0	3	-4	23
178	Nov 3	HOU	W 117-119	Reg	36:16:00	13	21	61.9	2	4	50.0	2	2	100	0	4	4	10	4	2	0	3	8	30
179	Nov 1	HOU	W 85-95	Reg	34:32:00	6	19	31.6	0	6	0.0	3	4	75	1	6	7	8	2	4	1	0	7	15
180	Oct 30	CLE	W 101-113	Reg	37:57:00	10	22	45.5	1	10	10.0	5	5	100	1	2	3	8	7	3	1	1	9	26
181	Oct 25	MEM	W 118-121	Reg	40:18:00	7	19	36.8	4	9	44.4	1	2	50	0	6	6	6	3	2	2	1	-1	19
182	Oct 23	PHO	L 115-105	Reg	36:32:00	8	18	44.4	5	9	55.6	4	4	100	0	2	2	5	5	2	0	4	-6	25
183	Oct 20	GS	L 121-114	Reg	36:44:00	13	23	56.5	5	11	45.5	3	6	50	1	10	11	5	4	1	1	5	-2	34

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)